Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003980

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003610

distance 0.059

#2 · Jalnacell 4790001866

distance 0.071 · cross-district

#3 · Jalnacell 4790001549

distance 0.072 · cross-district

#4 · Jalnacell 4790000697

distance 0.075 · cross-district

#5 · Jalnacell 4790001954

distance 0.075 · cross-district

#6 · Jalnacell 4790000494

distance 0.076 · cross-district

#7 · Parbhanicell 4890004107

distance 0.077

#8 · Jalnacell 4790000695

distance 0.089 · cross-district

#9 · Jalnacell 4790001551

distance 0.097 · cross-district

#10 · Jalnacell 4790002124

distance 0.099 · cross-district

#11 · Jalnacell 4790002035

distance 0.101 · cross-district

#12 · Jalnacell 4790001786

distance 0.104 · cross-district

#13 · Jalnacell 4790001267

distance 0.104 · cross-district

#14 · Jalnacell 4790001952

distance 0.106 · cross-district

#15 · Jalnacell 4790001119

distance 0.107 · cross-district

#16 · Jalnacell 4790001125

distance 0.107 · cross-district

#17 · Jalnacell 4790000360

distance 0.108 · cross-district

#18 · Jalnacell 4790001051

distance 0.109 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890003980}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.